MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 1 hour, 32 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 47601 |
stackexchange-mcp-server
Claim
Search Stack Exchange questions, fetch Q&A threads as markdown, look up tag FAQ…
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| 47602 |
kit-mcp
Claim
An opinionated brownfield planning workflow (PT-BR) with agents, slash-commands…
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| 47603 |
Query your local network in plain language: devices, open ports, security findi…
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| 47604 |
Mail MCP
Claim
Local MCP server for macOS Mail reads plus visible unsent compose, reply, and f…
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| 47605 |
compare-cli-mcp
Claim
MCP server for compare-cli: contract version diff/redline and a drift gate as a…
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| 47606 |
slsk-mcp
Claim
An MCP server that enables AI assistants to log into Soulseek, search the netwo…
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| 47607 |
FastMCP server for surgical queries against a vault knowledge graph (NetworkX n…
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| 47608 |
MCP server for golang projects development: Expand AI Code Agent ability bounda…
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| 47609 |
hop-mcp
Claim
Manages parallel Git worktrees, enabling work on multiple branches simultaneous…
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| 47610 |
Luxxon
Claim
On-demand live vision MCP for AI agents — open a session at a lat/lng, receive …
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| 47611 |
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
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| 47612 |
Routara LLM Gateway
Claim
OpenAI-compatible LLM, image and video APIs via Routara (api.routara.ai).
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| 47613 |
quellgeist-metrics
Claim
Read-only MCP server: query_metrics over local metric time-series (Quellgeist t…
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| 47614 |
Slovakia payments for AI agents — cards / Apple Pay via Stripe. Never holds fun…
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| 47615 |
hevy-mcp-server
Claim
Enables AI assistants to interact with the Hevy fitness tracking API for loggin…
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| 47616 |
A managed MCP server enabling AI agents to access AWS using docs, API calls, an…
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| 47617 |
graph-rag-obsidian
Claim
A local-first Graph-RAG system that combines ChromaDB with metadata-based graph…
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| 47618 |
Disco Engine
Claim
Enables AI agents to play Disco Elysium through MCP protocol, with a SQLite ROM…
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| 47619 |
WhatsNew-MCPserver
Claim
Fetches AWS What's New announcements by month, allowing users to query announce…
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| 47620 |
Spec-driven development workflow for AI agents: issue lifecycle, sessions, proj…
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| 47621 |
Enables AI-powered analysis of IP assignment compliance, including gap detectio…
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| 47622 |
savvly
Claim
Savvly MCP: query fund data, model projections, and compare against alternative…
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| 47623 |
MCP AI Router
Claim
Intelligent routing service that selects optimal AI models based on capability …
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| 47624 |
url-text-fetcher
Claim
Enables extracting visible text and links from webpages for content analysis.
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| 47625 |
WikiStrata
Claim
Enables querying and interacting with a Markdown wiki generated from Confluence…
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| 47626 |
m1nd
Claim
m1nd is a local MCP runtime that gives coding agents graph-native memory of a c…
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| 47627 |
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
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| 47628 |
Enables searching and retrieving Korean Constitutional Court decisions using th…
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| 47629 |
A Docker-based deployment that wraps the Gemini MCP server with supergateway to…
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| 47630 |
Finizi B4B MCP Server
Claim
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
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| 47631 |
Ranks AI coding operators by token cascade efficiency. Live leaderboard + signe…
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| 47632 |
Access a comprehensive suite of tools and resources to help startups and small …
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| 47633 |
KG Memory
Claim
An MCP server that implements a heavily typed knowledge graph memory system wit…
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| 47634 |
saqz
Claim
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| 47635 |
Yahoo Fantasy MCP
Claim
Enables Claude to interact with Yahoo Fantasy Baseball and Basketball leagues, …
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| 47636 |
Gemini Code Review MCP
Claim
AI-powered code review server that analyzes git diffs and PRs with context from…
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| 47637 |
metamodel
Claim
AI-callable calculators and engineering models with real formulas. No hallucina…
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| 47638 |
Echoes MCP Server
Claim
Enables AI integration with the Echoes storytelling platform, providing narrati…
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| 47639 |
Steam Trends API
Claim
Steam concurrent player trends for any game over time. Free key at trendsapi.ai
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| 47640 |
Academic paper search, scientific literature, citation analysis, arXiv & semant…
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| 47641 |
Clearfront MCP Server
Claim
Enables AI-driven open-source intelligence investigations by exposing 30 tools …
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| 47642 |
EquipDash
Claim
EquipDash is a rental, booking, and experience management platform for equipmen…
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| 47643 |
cocos_mcp
Claim
Enables AI assistants to control Cocos Creator game development directly within…
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| 47644 |
Otto Travel
Claim
Plan, book, and manage business travel.
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| 47645 |
acquis
Claim
Verified EU law: verbatim, signed provisions with EUR-Lex links. Read-only, not…
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| 47646 |
g-guest
Claim
Book a table, appointment or class at a real local business. Instant confirmati…
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| 47647 |
Inliner MCP Server
Claim
Enables AI coding agents to manage image projects, generate and edit images, an…
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| 47648 |
Offline AI-powered local file search. BM25 + semantic hybrid search across all …
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| 47649 |
aws-mcp-connector
Claim
MCP server for the AWS CLI. Read-only by default; single Go binary.
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| 47650 |
briefkit-mcp-server
Claim
Generate engineer-grade SaaS specifications — design systems, database schemas,…
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